Machine Relations Index
Source domain profile · Other observed source

straightline.consulting in the Machine Relations Index

straightline.consulting appeared as a cited source in 1 of 39,509 monitored answer runs (under 0.01%) from May 10, 2026 to November 14, 2026.

Citation rateunder 0.01%

1 cited run of 39,509 observed answer runs.

Days cited1/182

Days with a citation, of the days observed in the current release window.

Engine breadth1

Perplexity. This is an observed-engine list, not a per-engine rate.

ConfidenceCollecting

MRI confidence is not an Answer-Source Fidelity grade.

Standing

Population ranks from the public release

Public standing
Collecting: no rank until it clears the evidence floor
Full universe
Not ranked in this release
Source role population
Not ranked in this release
Evidence-qualified source role
Not ranked in this release

Segment evidence

Observed category and question-shape rows

Segment rates use that category and question shape only. A row still collecting shows how many runs have been measured. A dash means no measured runs yet.

CategoryQuestion shapeStateCited runsObserved runsRun datesRateRank populationBadge
Professional ServicesProblem-first researchPublished113980.72%#200 of 227Badge

Published segments: 1. Collecting segments: 0.

Citation record

One cited run

straightline.consulting has been cited in one monitored answer run, on October 28, 2026, by Perplexity, in answers to Professional Services / Problem-first research questions. Other sources cited for Professional Services questions are on the Professional Services sources page.

Peers

Nearest sources on Professional Services / Problem-first research

straightline.consulting holds its best segment rank, #200 of 227, in Professional Services / Problem-first research, at 0.72%. 138 sources on that leaderboard share that rate, and their order inside the tie is not a measured difference. Listed here: the nearest sources cited more and less often than it, and the sources beside it that share this best segment. Full leaderboard.

RankSourceSource roleSegment citation rateAgainst this source
#79 of 227monday.comVendor-owned source1.44%+0.72 pts
#80 of 227moraninc.comOther observed source1.44%+0.72 pts
#81 of 227neogroup.comOther observed source1.44%+0.72 pts
#82 of 227punchfinancial.comOther observed source1.44%+0.72 pts
#83 of 227readforgood.orgOther observed source1.44%+0.72 pts
#84 of 227sprintlaw.co.ukOther observed source1.44%+0.72 pts
#199 of 227stephenklahr.comOther observed source0.72%Same rate
#201 of 227strategyblocks.comOther observed source0.72%Same rate
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. straightline.consulting, under 0.01% citation rate, 1 of 39,509 monitored answer runs, 2026-05-10 to 2026-11-14. Release mri_score_v2.1+2026-11-14+a5e5e37df8da. CC BY 4.0. https://machinerelations.ai/index/domains/straightline.consulting
APA
Parrott, J. (2026). straightline.consulting in the Machine Relations Index (Version mri_score_v2.1+2026-11-14+a5e5e37df8da) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/straightline.consulting https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mristraightlineconsulting,
  author = {Parrott, Jaxon},
  title = {straightline.consulting in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-14+a5e5e37df8da},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/domains/straightline.consulting},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}

CITATION.cff

Release and boundary

What this profile measures

Published November 14, 2026. The observation window runs May 10, 2026 to November 14, 2026. Methodology v2.1.

Use the data
curl -fsSL "https://machinerelations.ai/data/machine-relations-index.json" -o machine-relations-index.json
curl -fsSL "https://machinerelations.ai/data/mri-release-manifest.json" -o mri-release-manifest.json
curl -fsSL "https://huggingface.co/datasets/machine-relations/machine-relations-index/resolve/main/domains.csv" -o domains.csv
curl -fsSL -L "https://doi.org/10.5281/zenodo.23652423" -o mri-zenodo.html
import json
from urllib.request import urlopen

index_url = "https://machinerelations.ai/data/machine-relations-index.json"
with urlopen(index_url) as response:
    index = json.load(response)
print(index["generated"], index["total_domains"])

The public dataset reports citation rates, rankings, and evidence counts. It excludes internal query identifiers, raw cited URLs, and answer-engine provider payloads. MRI measures observed root-domain citations in monitored prompts, not all AI answers, recommendation quality, web traffic or commercial performance. A citation is not source support.

Embed

Embed this profile’s badge

Put this badge on your site to show how often AI answers cite it. It links to this profile and updates with every new release; if a later release no longer includes this domain, the badge stops loading. To keep today’s numbers fixed, save the SVG and host it yourself.

straightline.consulting in the Machine Relations Index: cited in under 0.01% of monitored AI answers (1 of 39,509 runs), Nov 14, 2026 release. Machine Relations Research.

HTML

<a href="https://machinerelations.ai/index/domains/straightline.consulting"><img src="https://machinerelations.ai/index/domains/straightline.consulting/badge.svg" alt="straightline.consulting in the Machine Relations Index: cited in under 0.01% of monitored AI answers (1 of 39,509 runs), Nov 14, 2026 release. Machine Relations Research." width="385" height="64"></a>

Markdown

[![straightline.consulting in the Machine Relations Index: cited in under 0.01% of monitored AI answers (1 of 39,509 runs), Nov 14, 2026 release. Machine Relations Research.](https://machinerelations.ai/index/domains/straightline.consulting/badge.svg)](https://machinerelations.ai/index/domains/straightline.consulting)